[Only including dataset "Train"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
V25
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Time
-0.23
Amount
-0.05
V26
0.00
V24
0.00
V22
-0.00
V19
0.00
V23
-0.00
V4
0.00
V27
-0.00
V11
-0.00
V6
0.00
V16
-0.00
V28
0.00
V10
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.00
MOST FREQUENT VALUES
0.366624307004913
77
<0.1%
0.186422945723389
77
<0.1%
-0.29713787612848
62
<0.1%
0.663574772480488
60
<0.1%
-0.26455958625151
53
<0.1%
0.41468514197751
48
<0.1%
0.730240364330148
45
<0.1%
0.510304957067478
40
<0.1%
0.730073040140036
39
<0.1%
0.233730179901549
36
<0.1%
0.369398160051982
36
<0.1%
0.412943943821557
35
<0.1%
-0.265198677032303
30
<0.1%
0.393031704787292
28
<0.1%
0.369712916510377
27
<0.1%
SMALLEST VALUES
-10.2953970749851
1
<0.1%
-8.69662677026752
1
<0.1%
-7.49574110405709
1
<0.1%
-7.08132534637739
1
<0.1%
-7.02578318190186
1
<0.1%
-6.71262372789561
1
<0.1%
-6.42933398851298
1
<0.1%
-6.03505426830842
1
<0.1%
-5.78525509980396
1
<0.1%
-5.78520920681552
1
<0.1%
-4.93074975952548
1
<0.1%
-4.84815081359338
1
<0.1%
-4.78160552206407
1
<0.1%
-4.56450618025624
1
<0.1%
-4.54727807360067
1
<0.1%
LARGEST VALUES
7.51958867870916
1
<0.1%
6.07085038407798
1
<0.1%
5.85248357091456
1
<0.1%
5.8261590349735
1
<0.1%
5.54159759459217
1
<0.1%
5.52509270434918
1
<0.1%
5.52113956518304
1
<0.1%
5.47388535700944
1
<0.1%
5.37659495829949
1
<0.1%
4.88120747264636
1
<0.1%
4.82809682468223
1
<0.1%
4.80812188160755
1
<0.1%
4.7470605380095
1
<0.1%
4.55468275626127
1
<0.1%
4.51368084482898
1
<0.1%
Time
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V3
-0.42
V11
-0.25
V25
-0.23
V15
-0.18
V5
0.17
V22
0.14
V12
0.12
V1
0.12
V4
-0.11
V14
-0.10
V18
0.09
V7
0.08
V17
-0.07
V13
-0.07
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.01
MOST FREQUENT VALUES
163152.0
36
<0.1%
64947.0
26
<0.1%
68780.0
25
<0.1%
3767.0
21
<0.1%
3770.0
20
<0.1%
3750.0
19
<0.1%
19912.0
19
<0.1%
140347.0
19
<0.1%
128860.0
19
<0.1%
143083.0
18
<0.1%
73885.0
17
<0.1%
156037.0
17
<0.1%
39897.0
17
<0.1%
3766.0
17
<0.1%
3749.0
17
<0.1%
SMALLEST VALUES
0.0
2
<0.1%
1.0
2
<0.1%
2.0
2
<0.1%
4.0
1
<0.1%
7.0
2
<0.1%
9.0
1
<0.1%
10.0
3
<0.1%
11.0
1
<0.1%
12.0
3
<0.1%
13.0
1
<0.1%
14.0
1
<0.1%
15.0
1
<0.1%
16.0
1
<0.1%
17.0
1
<0.1%
18.0
2
<0.1%
LARGEST VALUES
172792.0
1
<0.1%
172788.0
2
<0.1%
172787.0
1
<0.1%
172786.0
1
<0.1%
172785.0
1
<0.1%
172784.0
1
<0.1%
172783.0
1
<0.1%
172782.0
2
<0.1%
172780.0
1
<0.1%
172778.0
1
<0.1%
172777.0
1
<0.1%
172775.0
1
<0.1%
172774.0
2
<0.1%
172771.0
1
<0.1%
172770.0
2
<0.1%
V1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Amount
-0.23
Time
0.12
V3
-0.00
V14
0.00
V28
0.00
V5
0.00
V25
-0.00
V16
0.00
V11
0.00
V4
-0.00
V23
0.00
V19
0.00
V18
0.00
V12
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.10
MOST FREQUENT VALUES
2.05579700630039
77
<0.1%
1.24567381944824
77
<0.1%
2.05331121352785
62
<0.1%
1.30237796508637
60
<0.1%
2.04021105776632
53
<0.1%
2.08517487552541
48
<0.1%
1.33284931179458
45
<0.1%
1.01841181981555
40
<0.1%
1.33505315377059
39
<0.1%
-0.302520690013682
36
<0.1%
1.31540417163793
36
<0.1%
2.10810835323772
35
<0.1%
2.04862857999224
30
<0.1%
0.898614274555906
28
<0.1%
1.31125848597963
27
<0.1%
SMALLEST VALUES
-56.407509631329
1
<0.1%
-46.8550472007818
1
<0.1%
-41.9287375244141
1
<0.1%
-40.4701418378475
1
<0.1%
-40.0425374953845
1
<0.1%
-37.5580671123523
1
<0.1%
-37.0542949190923
1
<0.1%
-36.8023199088745
1
<0.1%
-36.5105831707971
1
<0.1%
-35.9051049094583
1
<0.1%
-35.6983446604304
1
<0.1%
-35.5572530892965
1
<0.1%
-35.5485392112513
1
<0.1%
-35.2740102335273
1
<0.1%
-34.6143744905174
1
<0.1%
LARGEST VALUES
2.45492999121121
1
<0.1%
2.45188848995359
1
<0.1%
2.44650498499596
1
<0.1%
2.43920748106102
1
<0.1%
2.43050678056874
1
<0.1%
2.42250773211137
1
<0.1%
2.42034613429136
1
<0.1%
2.42006378399616
1
<0.1%
2.4188017554072
1
<0.1%
2.41826698036887
1
<0.1%
2.41271951744008
1
<0.1%
2.41176914096716
1
<0.1%
2.41149861928125
1
<0.1%
2.40934657538272
1
<0.1%
2.40868275023627
1
<0.1%
V2
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Amount
-0.53
Time
-0.01
V17
-0.00
V27
-0.00
V14
-0.00
V6
0.00
V28
-0.00
V11
0.00
V12
-0.00
V26
0.00
V18
0.00
V4
-0.00
V22
0.00
V25
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.09
MOST FREQUENT VALUES
-0.32666777306077
77
<0.1%
0.166975019545401
77
<0.1%
0.089734647817631
62
<0.1%
-0.606529308236609
60
<0.1%
-0.146974974784838
53
<0.1%
0.39305057772255
48
<0.1%
0.389198249184276
45
<0.1%
1.03666300867632
40
<0.1%
0.331464026372479
39
<0.1%
0.447473606170949
36
<0.1%
-0.0335770857321864
36
<0.1%
-0.207739554465833
35
<0.1%
-0.367489471288573
30
<0.1%
0.0338961928217827
28
<0.1%
0.0750277698378955
27
<0.1%
SMALLEST VALUES
-72.7157275629303
1
<0.1%
-63.3446983175027
1
<0.1%
-60.4646176556493
1
<0.1%
-50.3832691251379
1
<0.1%
-48.0608560248694
1
<0.1%
-47.4296762829297
1
<0.1%
-45.6079725644236
1
<0.1%
-44.6392447153061
1
<0.1%
-42.1726875231095
1
<0.1%
-40.9788522283287
1
<0.1%
-40.9380484424022
1
<0.1%
-40.8039812191374
1
<0.1%
-39.8183101230426
1
<0.1%
-38.6943376227911
1
<0.1%
-38.4368172925984
1
<0.1%
LARGEST VALUES
22.0577289904909
1
<0.1%
21.4672029942752
1
<0.1%
19.1672390103062
1
<0.1%
18.9024528401249
1
<0.1%
18.1836264596211
1
<0.1%
17.9305504474842
1
<0.1%
17.4186487687294
1
<0.1%
16.7133892350242
1
<0.1%
16.6978316913154
1
<0.1%
16.497471901867
4
<0.1%
16.4345245512223
1
<0.1%
16.1557014298057
1
<0.1%
15.8769229879536
1
<0.1%
15.5981926625554
1
<0.1%
15.53613332478
1
<0.1%
V3
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Time
-0.42
Amount
-0.21
V6
0.00
V28
0.00
V14
0.00
V5
-0.00
V16
0.00
V1
-0.00
V27
0.00
V19
0.00
V7
0.00
V18
0.00
V10
0.00
V26
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.19
MOST FREQUENT VALUES
-2.75204095570008
77
<0.1%
0.488305742562781
77
<0.1%
-1.68183566862495
62
<0.1%
-0.681986192919261
60
<0.1%
-2.95593366483195
53
<0.1%
-4.50820053235418
48
<0.1%
-2.16559660467804
45
<0.1%
-1.68981370722484
40
<0.1%
-2.05776277666682
39
<0.1%
-0.495757487926775
36
<0.1%
-1.089984305864
36
<0.1%
-3.38606713157333
35
<0.1%
-2.544064912957
30
<0.1%
-0.0832970050956021
28
<0.1%
-1.29283240438097
27
<0.1%
SMALLEST VALUES
-48.3255893623954
1
<0.1%
-33.6809840183525
1
<0.1%
-32.9653457595238
1
<0.1%
-32.4541981862547
1
<0.1%
-31.8135859546007
1
<0.1%
-31.1036848245812
1
<0.1%
-30.5586968214292
1
<0.1%
-30.1773174564996
4
<0.1%
-30.0137124857248
1
<0.1%
-29.4687320925264
1
<0.1%
-28.923755945104
1
<0.1%
-28.4074244550982
1
<0.1%
-27.8558111336212
1
<0.1%
-27.7470835325313
1
<0.1%
-27.3686502881266
1
<0.1%
LARGEST VALUES
9.38255843282114
1
<0.1%
4.22610848028397
1
<0.1%
4.18781059904763
1
<0.1%
4.10171617761651
1
<0.1%
4.07916781154883
1
<0.1%
4.06986478102804
1
<0.1%
4.04046500096707
1
<0.1%
4.02942831931052
1
<0.1%
4.01756141829354
1
<0.1%
3.98544604724326
1
<0.1%
3.97138097170622
1
<0.1%
3.9452758994883
1
<0.1%
3.94033744697941
1
<0.1%
3.93704831031384
1
<0.1%
3.93499781562312
1
<0.1%
V4
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Time
-0.11
Amount
0.10
V5
-0.00
V8
0.00
V25
0.00
V9
0.00
V6
-0.00
V26
-0.00
V17
-0.00
V11
-0.00
V19
-0.00
V1
-0.00
V22
0.00
V2
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.13
MOST FREQUENT VALUES
-0.842316033286871
77
<0.1%
0.6353219207244
77
<0.1%
0.454211960233033
62
<0.1%
-1.90460339622212
60
<0.1%
-0.578355978867139
53
<0.1%
-0.311770683288625
48
<0.1%
-0.306872623831362
45
<0.1%
1.31547583332268
40
<0.1%
-0.346175355279224
39
<0.1%
-3.21479928170564
36
<0.1%
-0.557087388354872
36
<0.1%
-0.72076022314783
35
<0.1%
-0.728471830685204
30
<0.1%
1.25632616930286
28
<0.1%
-0.483154333322344
27
<0.1%
SMALLEST VALUES
-5.68317119816995
1
<0.1%
-5.6006071412151
1
<0.1%
-5.56011758115594
1
<0.1%
-5.51969712328415
1
<0.1%
-5.41631539233929
1
<0.1%
-5.40167757968048
1
<0.1%
-5.26650862649729
1
<0.1%
-5.26306792989009
1
<0.1%
-5.25149164311326
1
<0.1%
-5.23182786474363
1
<0.1%
-5.17591650658708
1
<0.1%
-5.17259453923884
1
<0.1%
-5.14745131466651
1
<0.1%
-5.07165507332117
1
<0.1%
-5.07124131015808
1
<0.1%
LARGEST VALUES
16.8753440335975
1
<0.1%
16.7155373723131
1
<0.1%
16.4912171736623
1
<0.1%
15.3041839851875
1
<0.1%
13.1436680982574
1
<0.1%
13.1291433551249
1
<0.1%
12.6995419865184
1
<0.1%
12.672759920828
1
<0.1%
12.1550161174889
1
<0.1%
12.132323078978
1
<0.1%
12.1146718424589
1
<0.1%
11.927511869244
1
<0.1%
11.9061699078901
1
<0.1%
11.8853128922128
1
<0.1%
11.8648680803607
1
<0.1%
V5
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Amount
-0.39
Time
0.17
V4
-0.00
V24
-0.00
V11
0.00
V6
0.00
V3
-0.00
V16
0.00
V9
0.00
V8
0.00
V17
0.00
V27
0.00
V18
0.00
V12
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.09
MOST FREQUENT VALUES
2.46307225982454
77
<0.1%
-0.562776680773863
77
<0.1%
0.298310371498215
62
<0.1%
1.32662310684685
60
<0.1%
2.60935827084169
53
<0.1%
3.51011694221752
48
<0.1%
2.6413512514436
45
<0.1%
1.69843605562986
40
<0.1%
2.58323382235421
39
<0.1%
2.70504105264306
36
<0.1%
2.02993119987457
36
<0.1%
2.90533911366884
35
<0.1%
2.38738012703753
30
<0.1%
0.554091347766426
28
<0.1%
2.13925691147085
27
<0.1%
SMALLEST VALUES
-113.743306711146
1
<0.1%
-42.1478983728015
1
<0.1%
-40.4277263001722
1
<0.1%
-35.1821203113785
1
<0.1%
-32.0921290046357
1
<0.1%
-31.3567500981166
1
<0.1%
-29.7305998603499
1
<0.1%
-28.8155769473734
1
<0.1%
-28.3637852431999
1
<0.1%
-27.7529636622286
1
<0.1%
-27.7374874311919
1
<0.1%
-25.7911323347667
1
<0.1%
-25.7728002493377
1
<0.1%
-25.0258199033344
1
<0.1%
-23.669725685634
1
<0.1%
LARGEST VALUES
34.8016658766686
1
<0.1%
34.0993093435765
1
<0.1%
32.9114617007293
1
<0.1%
31.4570460549143
1
<0.1%
29.1621720203733
1
<0.1%
29.0161235360128
1
<0.1%
28.7626712867503
1
<0.1%
28.5165130797605
1
<0.1%
26.647696517895
1
<0.1%
25.6040772714988
1
<0.1%
24.6559646939419
1
<0.1%
24.3635317695948
1
<0.1%
24.3453104894197
1
<0.1%
23.5898035308963
1
<0.1%
23.0462415084575
1
<0.1%
V6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Amount
0.22
Time
-0.06
V3
0.00
V24
-0.00
V11
0.00
V5
0.00
V25
0.00
V28
0.00
V4
-0.00
V2
0.00
V8
-0.00
V14
0.00
V12
0.00
V26
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.04
MOST FREQUENT VALUES
3.17385642307029
77
<0.1%
-1.01107261632698
77
<0.1%
-0.953526086363083
62
<0.1%
3.43631244725031
60
<0.1%
3.14264153108879
53
<0.1%
2.45329922016311
48
<0.1%
2.80808376427436
45
<0.1%
0.528806548957574
40
<0.1%
2.85410199716661
39
<0.1%
2.76243958474878
36
<0.1%
3.26812962634987
36
<0.1%
2.93217117644692
35
<0.1%
3.31840708160647
30
<0.1%
0.702342332742405
28
<0.1%
3.18156392418142
27
<0.1%
SMALLEST VALUES
-26.1605059358433
1
<0.1%
-23.4967139298714
1
<0.1%
-21.9293122885031
1
<0.1%
-21.2487516200394
1
<0.1%
-20.8696261884133
1
<0.1%
-20.3678363803227
1
<0.1%
-20.0546154711023
1
<0.1%
-19.9963485415145
1
<0.1%
-17.9272741163356
1
<0.1%
-17.5748352561555
1
<0.1%
-17.2821395078703
1
<0.1%
-17.1185917920642
1
<0.1%
-16.6715884972934
1
<0.1%
-16.1726142472149
1
<0.1%
-16.1071782438566
1
<0.1%
LARGEST VALUES
73.3016255459646
1
<0.1%
23.9178371266367
1
<0.1%
22.5292984665587
1
<0.1%
21.5504961925796
1
<0.1%
21.3930687572539
1
<0.1%
21.3077378714388
1
<0.1%
21.1901941047054
1
<0.1%
20.3795243675201
1
<0.1%
18.0720312608985
1
<0.1%
17.0199343987396
1
<0.1%
16.6140541011483
1
<0.1%
16.4932270978583
1
<0.1%
16.410637521768
1
<0.1%
16.3555341574423
1
<0.1%
16.2461969170432
1
<0.1%
V7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Amount
0.40
Time
0.08
V26
-0.00
V12
0.00
V22
-0.00
V17
0.00
V16
0.00
V11
-0.00
V10
0.00
V3
0.00
V23
-0.00
V20
0.00
V18
0.00
V2
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.19
MOST FREQUENT VALUES
-0.432125923987824
77
<0.1%
0.0149526614685896
77
<0.1%
0.152002545314135
62
<0.1%
-1.14512682747431
60
<0.1%
-0.41688284124123
53
<0.1%
0.220468581007954
48
<0.1%
-0.171626636099457
45
<0.1%
0.33171450239883
40
<0.1%
-0.187547337276975
39
<0.1%
0.593846555077562
36
<0.1%
-0.534993827316445
36
<0.1%
0.0547956109888952
35
<0.1%
-0.477691582281897
30
<0.1%
0.155668231625311
28
<0.1%
-0.505045118080414
27
<0.1%
SMALLEST VALUES
-43.5572415712451
1
<0.1%
-41.5067960832574
1
<0.1%
-37.0603114554112
1
<0.1%
-33.2393281671892
1
<0.1%
-31.76494649021
1
<0.1%
-31.1973285494605
4
<0.1%
-28.2151120538009
1
<0.1%
-28.0112929096778
1
<0.1%
-26.5481437726301
1
<0.1%
-24.4194829439981
1
<0.1%
-24.3771158687031
1
<0.1%
-23.9286610291615
1
<0.1%
-23.7834698823143
1
<0.1%
-23.386192251152
1
<0.1%
-23.3805078207357
1
<0.1%
LARGEST VALUES
120.589493945238
1
<0.1%
44.0544613631638
1
<0.1%
36.8773682682598
1
<0.1%
36.6772679454031
1
<0.1%
34.3031768568354
1
<0.1%
31.527243674041
1
<0.1%
30.8976663986478
1
<0.1%
29.2058681826409
1
<0.1%
28.5040653746232
1
<0.1%
28.2395282095682
1
<0.1%
28.0698221389603
1
<0.1%
26.249717240895
1
<0.1%
26.2377221989235
1
<0.1%
25.9710584788075
1
<0.1%
25.2351949863158
1
<0.1%
V8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Amount
-0.10
Time
-0.04
V4
0.00
V28
-0.00
V5
0.00
V9
0.00
V6
-0.00
V17
-0.00
V18
-0.00
V27
0.00
V19
-0.00
V13
-0.00
V14
-0.00
V24
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.02
MOST FREQUENT VALUES
0.727706200727824
77
<0.1%
-0.160210863301812
77
<0.1%
-0.207071379659966
62
<0.1%
0.959147262092341
60
<0.1%
0.784392948319733
53
<0.1%
0.543376800596399
48
<0.1%
0.683351733616692
45
<0.1%
0.364538761567697
40
<0.1%
0.685153770441859
39
<0.1%
0.556451025514572
36
<0.1%
0.80825009836415
36
<0.1%
0.562129039557497
35
<0.1%
0.791275785289378
30
<0.1%
0.196359735713541
28
<0.1%
0.804860255397576
27
<0.1%
SMALLEST VALUES
-73.2167184552674
1
<0.1%
-50.9433688677023
1
<0.1%
-50.6884193567503
1
<0.1%
-50.4200900644342
1
<0.1%
-41.4848225066377
1
<0.1%
-41.0442609210741
1
<0.1%
-39.6885710849014
1
<0.1%
-39.2673777689186
1
<0.1%
-38.9872627434095
1
<0.1%
-38.7515252119165
1
<0.1%
-37.3534426378925
6
<0.1%
-34.5349997190728
1
<0.1%
-33.7854071933218
1
<0.1%
-31.8767316459065
1
<0.1%
-31.4641335077662
1
<0.1%
LARGEST VALUES
20.0072083651213
1
<0.1%
19.5877726234404
1
<0.1%
19.1683273897301
1
<0.1%
18.7488719520883
1
<0.1%
18.7092545433234
1
<0.1%
18.329405525597
1
<0.1%
18.282167610167
1
<0.1%
17.9413630585396
1
<0.1%
17.9035743750222
1
<0.1%
17.5737124124331
1
<0.1%
17.0525663121462
1
<0.1%
16.6359789139688
1
<0.1%
16.6331030618556
1
<0.1%
16.2136267471409
1
<0.1%
15.7941361803271
1
<0.1%
V9
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Amount
-0.04
Time
-0.01
V12
-0.00
V14
0.00
V13
0.00
V15
-0.00
V28
0.00
V17
0.00
V4
0.00
V5
0.00
V16
-0.00
V8
0.00
V20
-0.00
V11
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.10
MOST FREQUENT VALUES
0.608605870267216
77
<0.1%
0.17036185217373
77
<0.1%
0.587335266422761
62
<0.1%
1.67130156362918
60
<0.1%
0.359902378888007
53
<0.1%
-0.10043390489717
48
<0.1%
-0.29796200128389
45
<0.1%
-0.711797938764263
40
<0.1%
-0.286614068625624
39
<0.1%
0.697719595505647
36
<0.1%
-0.0527240382988317
36
<0.1%
0.0176542173600372
35
<0.1%
0.403245538882609
30
<0.1%
1.16075853070591
28
<0.1%
-0.0740708327536128
27
<0.1%
SMALLEST VALUES
-13.4340663182301
1
<0.1%
-13.3201546920984
1
<0.1%
-11.1266235224579
1
<0.1%
-10.8425258685569
1
<0.1%
-9.48145633401495
1
<0.1%
-9.46257260540015
4
<0.1%
-9.28392451240577
1
<0.1%
-8.9609216998511
1
<0.1%
-8.73967037069304
1
<0.1%
-8.63039030596902
1
<0.1%
-8.6030380974132
1
<0.1%
-8.55011032700099
1
<0.1%
-8.50705863675898
1
<0.1%
-8.50428479375643
1
<0.1%
-8.09069700355941
1
<0.1%
LARGEST VALUES
15.5949946071278
1
<0.1%
10.3928888246785
1
<0.1%
10.370657984046
1
<0.1%
10.3484066977668
1
<0.1%
10.3261330490616
1
<0.1%
10.3139737345822
1
<0.1%
9.27237562555708
1
<0.1%
9.23462345181483
1
<0.1%
9.21302258638148
1
<0.1%
9.12553490339115
1
<0.1%
9.11255538154195
1
<0.1%
9.09908155114601
1
<0.1%
9.07710731003016
1
<0.1%
8.95566857367873
1
<0.1%
8.93979315296366
1
<0.1%
V10
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Amount
-0.10
Time
0.03
V20
-0.00
V21
0.00
V12
0.00
V14
0.00
V17
0.00
V18
0.00
V13
-0.00
V15
0.00
V26
-0.00
V11
-0.00
V25
-0.00
V27
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.22
MOST FREQUENT VALUES
-0.0751861699398929
77
<0.1%
-0.0445745893804268
77
<0.1%
-0.362047348389396
62
<0.1%
-1.02294602983554
60
<0.1%
-0.351075101407957
53
<0.1%
-1.01862219976658
48
<0.1%
-0.652096600406493
45
<0.1%
-1.57028828006989
40
<0.1%
-0.535902735452504
39
<0.1%
-1.09018090617913
36
<0.1%
0.00114875453377
36
<0.1%
0.190506876288491
35
<0.1%
0.0927246135492562
30
<0.1%
-0.518258784764837
28
<0.1%
-0.217425555587175
27
<0.1%
SMALLEST VALUES
-24.5882624372475
1
<0.1%
-24.4031849699728
1
<0.1%
-23.2282548357516
1
<0.1%
-22.1870885620007
4
<0.1%
-20.9491915543611
1
<0.1%
-19.836148851696
1
<0.1%
-18.9132433348732
1
<0.1%
-18.2711681738888
1
<0.1%
-17.1415136412892
1
<0.1%
-16.7460441053944
1
<0.1%
-16.6496281595399
1
<0.1%
-16.6011969664137
1
<0.1%
-16.3035376590131
1
<0.1%
-16.2556117491401
1
<0.1%
-15.5637913387301
2
<0.1%
LARGEST VALUES
23.7451361206545
1
<0.1%
15.3317415557881
1
<0.1%
15.2456856915255
1
<0.1%
15.2360282040071
1
<0.1%
13.8117577662908
1
<0.1%
13.7273471984798
1
<0.1%
13.6444596034312
1
<0.1%
13.5601552872699
1
<0.1%
13.2494330105543
1
<0.1%
13.1982257593773
1
<0.1%
13.1645708555974
1
<0.1%
12.9251404198166
1
<0.1%
12.9108324073202
1
<0.1%
12.901626609046
1
<0.1%
12.8530166061252
1
<0.1%
V11
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Time
-0.25
Amount
0.00
V24
0.00
V19
-0.00
V6
0.00
V5
0.00
V17
0.00
V25
-0.00
V12
-0.00
V7
-0.00
V10
-0.00
V13
0.00
V28
-0.00
V2
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.15
MOST FREQUENT VALUES
0.0635044576008839
77
<0.1%
-0.35674901847752
77
<0.1%
-0.589598040395407
62
<0.1%
-0.191422972651615
60
<0.1%
0.329650883701029
53
<0.1%
0.807038106684271
48
<0.1%
0.418002664896219
45
<0.1%
3.46301782070354
40
<0.1%
0.332848417624034
39
<0.1%
-0.111087964243309
36
<0.1%
-0.0286089299546822
36
<0.1%
-0.0790885090983565
35
<0.1%
0.0044062532572737
30
<0.1%
1.60634195106108
28
<0.1%
0.131576212856055
27
<0.1%
SMALLEST VALUES
-4.79747346479757
1
<0.1%
-4.68293054765276
1
<0.1%
-4.56839024646022
1
<0.1%
-4.45385284150054
1
<0.1%
-4.33931865457737
1
<0.1%
-4.22478805700261
1
<0.1%
-4.11026147949807
2
<0.1%
-4.04989491435061
2
<0.1%
-4.03471785921777
2
<0.1%
-4.01026786658629
2
<0.1%
-4.00930734744979
2
<0.1%
-3.99573942457254
2
<0.1%
-3.96266402611078
1
<0.1%
-3.88122248212762
2
<0.1%
-3.8374856053683
1
<0.1%
LARGEST VALUES
12.0189131816199
1
<0.1%
11.6692047358121
1
<0.1%
11.6197234753825
1
<0.1%
11.2779207278067
1
<0.1%
11.228470279576
1
<0.1%
11.1524905985837
1
<0.1%
11.0270590938161
1
<0.1%
10.8530116481991
1
<0.1%
10.5452629545898
1
<0.1%
10.446846814514
1
<0.1%
10.2777688628065
1
<0.1%
10.1875873241664
1
<0.1%
10.0637897462894
1
<0.1%
10.0021902173471
1
<0.1%
9.93981974172569
1
<0.1%
V12
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Time
0.12
Amount
-0.01
V13
-0.00
V9
-0.00
V10
0.00
V7
0.00
V28
0.00
V18
-0.00
V21
0.00
V11
-0.00
V16
0.00
V24
0.00
V14
0.00
V5
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.26
MOST FREQUENT VALUES
0.350563573253678
77
<0.1%
-0.0734595173503765
77
<0.1%
-0.174712053081765
62
<0.1%
0.631027341487108
60
<0.1%
0.183508120624656
53
<0.1%
-0.330547627789277
48
<0.1%
-0.322436923729675
45
<0.1%
0.538411363115917
40
<0.1%
-0.268318738501477
39
<0.1%
0.0626523474576219
36
<0.1%
0.0736565150203547
36
<0.1%
0.232613528169
35
<0.1%
0.390211247229375
30
<0.1%
-2.52549252463935
28
<0.1%
-0.0281461490526148
27
<0.1%
SMALLEST VALUES
-18.6837146333443
1
<0.1%
-18.5536970096458
1
<0.1%
-18.4311310279993
1
<0.1%
-18.0475965708216
1
<0.1%
-17.7691434633638
1
<0.1%
-17.6316063138707
1
<0.1%
-17.2286622386187
1
<0.1%
-17.1829184301947
2
<0.1%
-17.1504052507291
1
<0.1%
-17.1313009454468
1
<0.1%
-17.003289445516
2
<0.1%
-16.7283393320915
1
<0.1%
-16.5581971409376
1
<0.1%
-16.4655039422141
2
<0.1%
-16.3880541668327
1
<0.1%
LARGEST VALUES
7.8483920756446
1
<0.1%
4.84645240859009
1
<0.1%
4.57408224145334
1
<0.1%
4.4729205841361
1
<0.1%
4.4063382205176
1
<0.1%
4.40389855532219
1
<0.1%
4.31807083997779
1
<0.1%
4.31758899177932
1
<0.1%
4.29951125250799
1
<0.1%
4.29334184454389
1
<0.1%
4.24279146616535
1
<0.1%
4.23371444027004
1
<0.1%
4.23001384964092
1
<0.1%
4.20268513071349
1
<0.1%
4.19707080173344
1
<0.1%
V13
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Time
-0.07
Amount
0.01
V12
-0.00
V14
0.00
V28
0.00
V9
0.00
V23
-0.00
V24
-0.00
V27
-0.00
V16
0.00
V10
-0.00
V11
0.00
V8
-0.00
V5
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.00
MOST FREQUENT VALUES
-0.141238322200309
77
<0.1%
-0.517759694198053
77
<0.1%
-0.621127061421005
62
<0.1%
0.0319072703534055
60
<0.1%
-0.272918545002545
53
<0.1%
-0.531418651671348
48
<0.1%
-0.143469154599387
45
<0.1%
-0.378095384528423
40
<0.1%
-0.127614195812312
39
<0.1%
-0.238457031495562
36
<0.1%
0.04128482958256
36
<0.1%
-0.366429805860095
35
<0.1%
-0.212360905464962
30
<0.1%
0.16604677391442
28
<0.1%
0.0114597895061909
27
<0.1%
SMALLEST VALUES
-5.79188120632084
1
<0.1%
-4.00863979207158
1
<0.1%
-3.96175753575025
1
<0.1%
-3.8886062856691
1
<0.1%
-3.88110624948029
1
<0.1%
-3.84894314852575
1
<0.1%
-3.84497361209561
1
<0.1%
-3.83561783751912
1
<0.1%
-3.81644762329776
1
<0.1%
-3.80872398820589
1
<0.1%
-3.79418684652565
1
<0.1%
-3.78571907239186
1
<0.1%
-3.76627373968668
1
<0.1%
-3.7520829777486
1
<0.1%
-3.74981604344172
1
<0.1%
LARGEST VALUES
7.12688295859376
1
<0.1%
4.56900895856606
1
<0.1%
4.46956619153499
1
<0.1%
4.46541317709086
1
<0.1%
4.36999837897829
1
<0.1%
4.31615623150498
1
<0.1%
4.26285092581374
1
<0.1%
4.09935190487142
1
<0.1%
4.04457708613475
1
<0.1%
3.95139065065447
1
<0.1%
3.90456235790661
1
<0.1%
3.85601302041967
1
<0.1%
3.84270444694955
1
<0.1%
3.80544103736218
1
<0.1%
3.79411043552826
1
<0.1%
V14
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Time
-0.10
Amount
0.03
V28
0.00
V13
0.00
V17
0.00
V9
0.00
V16
-0.00
V3
0.00
V10
0.00
V22
0.00
V12
0.00
V2
-0.00
V1
0.00
V6
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.30
MOST FREQUENT VALUES
0.690971618395625
77
<0.1%
0.406968934383731
77
<0.1%
-0.703512783983304
62
<0.1%
-0.0314253812628428
60
<0.1%
-0.597436665174528
53
<0.1%
-2.18144882463674
48
<0.1%
-1.15452429586619
45
<0.1%
-3.04549517963225
40
<0.1%
-0.868299960850499
39
<0.1%
0.215738138536011
36
<0.1%
0.425500485392321
36
<0.1%
0.797040322609015
35
<0.1%
0.49579040274408
30
<0.1%
2.42801187132929
28
<0.1%
-0.112921113636626
27
<0.1%
SMALLEST VALUES
-19.2143254902614
1
<0.1%
-18.8220867423816
1
<0.1%
-18.4937733551053
1
<0.1%
-18.392091495673
1
<0.1%
-18.0499976898594
1
<0.1%
-17.7216383537133
1
<0.1%
-17.6206343516773
1
<0.1%
-17.4759212828566
1
<0.1%
-17.230202160711
1
<0.1%
-16.3375959447735
1
<0.1%
-15.6231873302985
1
<0.1%
-15.4450258118019
1
<0.1%
-15.3930448312636
1
<0.1%
-15.2976561861343
1
<0.1%
-15.0663743633461
1
<0.1%
LARGEST VALUES
10.5267660517847
1
<0.1%
7.75459874805484
1
<0.1%
7.69220854356782
1
<0.1%
7.66772575055819
1
<0.1%
7.51840278124594
1
<0.1%
7.43956553239856
1
<0.1%
7.42194385334485
1
<0.1%
7.29322559586672
1
<0.1%
7.2342488794452
1
<0.1%
7.18792602666301
1
<0.1%
7.17616083238197
1
<0.1%
6.99175345523018
1
<0.1%
6.94048384657416
1
<0.1%
6.93037652713391
1
<0.1%
6.89406758192229
1
<0.1%
V15
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Time
-0.18
Amount
-0.00
V19
-0.00
V27
-0.00
V28
-0.00
V16
0.00
V9
-0.00
V18
0.00
V17
-0.00
V24
-0.00
V10
0.00
V22
-0.00
V12
-0.00
V14
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.00
MOST FREQUENT VALUES
1.2752570390935
77
<0.1%
1.12414692288685
77
<0.1%
0.271956610213985
62
<0.1%
1.44662697638966
60
<0.1%
0.583896810292507
53
<0.1%
0.388724083120478
48
<0.1%
1.157633713505
45
<0.1%
1.46891114338139
40
<0.1%
1.12853898170938
39
<0.1%
1.06935589341597
36
<0.1%
1.2452765300024
36
<0.1%
0.0859603684609684
35
<0.1%
0.472770171353624
30
<0.1%
1.16978778849113
28
<0.1%
1.30000713848075
27
<0.1%
SMALLEST VALUES
-4.49894467676621
1
<0.1%
-4.39130706780494
1
<0.1%
-4.19932124976578
1
<0.1%
-4.19661969463528
1
<0.1%
-4.15253175950472
1
<0.1%
-4.09794713061861
1
<0.1%
-4.09234426922678
1
<0.1%
-4.02537312687928
1
<0.1%
-4.00555800225597
1
<0.1%
-3.93600808441067
1
<0.1%
-3.92495133166822
1
<0.1%
-3.91826608372958
1
<0.1%
-3.89402030130257
1
<0.1%
-3.88569353843161
1
<0.1%
-3.87989201681104
1
<0.1%
LARGEST VALUES
8.87774159774277
1
<0.1%
5.82565431863365
1
<0.1%
5.78451388962946
1
<0.1%
5.72047863245698
1
<0.1%
5.68589905159432
1
<0.1%
5.66766717089081
1
<0.1%
5.50111659592562
1
<0.1%
5.12618708176407
1
<0.1%
4.97005728049003
1
<0.1%
4.85839794857345
1
<0.1%
4.82457742556794
1
<0.1%
4.80368872215752
1
<0.1%
4.76677502665306
1
<0.1%
4.76551443904298
1
<0.1%
4.44117661446309
1
<0.1%
V16
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Time
0.01
Amount
-0.00
V18
-0.00
V17
0.00
V19
0.00
V15
0.00
V27
0.00
V14
-0.00
V23
0.00
V28
0.00
V3
0.00
V5
0.00
V12
0.00
V9
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.20
MOST FREQUENT VALUES
-0.371962125028419
77
<0.1%
0.342469754110769
77
<0.1%
0.318688063430157
62
<0.1%
-0.121820378583087
60
<0.1%
0.178675836476532
53
<0.1%
0.23207137768386
48
<0.1%
0.878174917750572
45
<0.1%
-0.0297415143257285
40
<0.1%
0.786506053687902
39
<0.1%
-0.255230524748655
36
<0.1%
0.640367512512013
36
<0.1%
-0.72184722164154
35
<0.1%
-0.171451218489529
30
<0.1%
-1.53234065001431
28
<0.1%
0.812807414825297
27
<0.1%
SMALLEST VALUES
-14.1298545174931
1
<0.1%
-13.5632729563133
1
<0.1%
-13.30388757707
1
<0.1%
-13.2568330912778
1
<0.1%
-13.2515419788937
1
<0.1%
-12.675268899047
1
<0.1%
-12.6616957230679
2
<0.1%
-12.4485623424367
1
<0.1%
-12.4322791426353
1
<0.1%
-12.4279613630565
1
<0.1%
-12.3913460034009
1
<0.1%
-12.3753974432385
1
<0.1%
-12.3753337375636
2
<0.1%
-12.3175797238757
1
<0.1%
-12.2271892780267
1
<0.1%
LARGEST VALUES
17.3151115176278
1
<0.1%
8.28988955954619
1
<0.1%
7.05913181057395
1
<0.1%
6.44279790144451
1
<0.1%
6.35185349844491
1
<0.1%
6.0985294505409
1
<0.1%
5.99826287883688
1
<0.1%
5.7203202159035
1
<0.1%
5.60012294687188
1
<0.1%
5.56238781351261
1
<0.1%
5.47728342820286
1
<0.1%
5.28680356137479
1
<0.1%
5.19651605603744
1
<0.1%
5.02188051133651
1
<0.1%
5.01800540608481
1
<0.1%
V17
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Time
-0.07
Amount
0.01
V18
-0.00
V16
0.00
V14
0.00
V21
-0.00
V20
-0.00
V9
0.00
V27
0.00
V11
0.00
V10
0.00
V2
-0.00
V15
-0.00
V7
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.33
MOST FREQUENT VALUES
-0.601956802828445
77
<0.1%
-0.374656440051376
77
<0.1%
0.549365128729473
62
<0.1%
-0.651405237009102
60
<0.1%
0.473898278297672
53
<0.1%
2.12502188299054
48
<0.1%
0.536917519702814
45
<0.1%
3.66458848086925
40
<0.1%
0.316435261035056
39
<0.1%
-1.07208498526811
36
<0.1%
-0.910236503458034
36
<0.1%
-0.169346324961285
35
<0.1%
-0.368228486214554
30
<0.1%
1.82223449304873
28
<0.1%
-0.495483473241714
27
<0.1%
SMALLEST VALUES
-25.1627993693248
1
<0.1%
-24.0190985475902
1
<0.1%
-23.8156358284126
1
<0.1%
-23.2415971479491
1
<0.1%
-22.8839985767803
1
<0.1%
-22.6679054064789
1
<0.1%
-22.6088681905866
1
<0.1%
-22.5416517287861
1
<0.1%
-21.90649321637
1
<0.1%
-21.7101876525534
1
<0.1%
-21.675483501012
1
<0.1%
-21.6739867132891
1
<0.1%
-21.5851521412337
1
<0.1%
-21.5368016259059
1
<0.1%
-21.3381950868483
1
<0.1%
LARGEST VALUES
9.25352625047285
1
<0.1%
9.20705853529557
1
<0.1%
8.53819513862616
1
<0.1%
7.89339253241379
1
<0.1%
7.76663636286699
1
<0.1%
7.73345628377118
1
<0.1%
7.61186152343735
1
<0.1%
7.57352262462532
1
<0.1%
7.4547846377911
1
<0.1%
7.41359414447294
1
<0.1%
7.34306961345452
1
<0.1%
7.29770644636297
1
<0.1%
7.29310779512161
1
<0.1%
7.21503021799048
1
<0.1%
7.1406267710918
1
<0.1%
V18
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Time
0.09
Amount
0.04
V17
-0.00
V16
-0.00
V19
-0.00
V21
-0.00
V28
0.00
V15
0.00
V12
-0.00
V22
-0.00
V10
0.00
V5
0.00
V20
-0.00
V8
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.11
MOST FREQUENT VALUES
-0.0526401462570187
77
<0.1%
-0.438992432436683
77
<0.1%
-0.257785857944933
62
<0.1%
0.617970476528782
60
<0.1%
-0.498849798665041
53
<0.1%
0.405548673555629
48
<0.1%
0.712873012618197
45
<0.1%
-0.105189588790714
40
<0.1%
0.587856253020328
39
<0.1%
0.485110431510628
36
<0.1%
-0.0686980996025901
36
<0.1%
-0.895392637621406
35
<0.1%
-0.976348350730408
30
<0.1%
-1.96337314823919
28
<0.1%
0.166473111833407
27
<0.1%
SMALLEST VALUES
-9.49874592104677
1
<0.1%
-9.33519307905321
1
<0.1%
-9.28783221397402
1
<0.1%
-9.26460873295655
1
<0.1%
-9.17055721888169
1
<0.1%
-9.09089206099764
1
<0.1%
-9.04284515066473
1
<0.1%
-8.85945192496352
1
<0.1%
-8.82981976595275
1
<0.1%
-8.66881519685045
1
<0.1%
-8.53452256380618
1
<0.1%
-8.49529893803197
1
<0.1%
-8.48535580519493
1
<0.1%
-8.48444905730181
1
<0.1%
-8.39855199494575
1
<0.1%
LARGEST VALUES
5.04106918541184
1
<0.1%
4.71239756635225
1
<0.1%
4.2956482344645
1
<0.1%
4.24384121345385
1
<0.1%
4.19959110679305
1
<0.1%
4.11555991860121
1
<0.1%
4.09343995554214
1
<0.1%
4.07939003491145
1
<0.1%
4.071328561655
1
<0.1%
4.05446246784904
1
<0.1%
4.0492343061117
1
<0.1%
4.02939542112074
1
<0.1%
4.02780617416473
1
<0.1%
3.90910619543352
1
<0.1%
3.8861764314075
1
<0.1%
V19
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Amount
-0.06
Time
0.03
V18
-0.00
V15
-0.00
V28
-0.00
V11
-0.00
V16
0.00
V22
-0.00
V25
0.00
V23
0.00
V21
0.00
V26
0.00
V17
0.00
V3
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.03
MOST FREQUENT VALUES
-0.330590448442944
77
<0.1%
-0.116090785002835
77
<0.1%
0.0162561279842771
62
<0.1%
0.927600044556072
60
<0.1%
-0.14009868476221
53
<0.1%
-0.440929511947803
48
<0.1%
0.0067735552253612
45
<0.1%
-2.0979443214639
40
<0.1%
0.0493500831769145
39
<0.1%
0.271314885172261
36
<0.1%
0.255267674459398
36
<0.1%
0.0021275971696166
35
<0.1%
0.0225213552566786
30
<0.1%
-2.14918476797647
28
<0.1%
0.175176223606628
27
<0.1%
SMALLEST VALUES
-7.21352743017759
1
<0.1%
-6.93829731768481
1
<0.1%
-4.93273305547833
1
<0.1%
-4.67609227915336
1
<0.1%
-4.61903434177244
1
<0.1%
-4.57594086351166
1
<0.1%
-4.53983995714672
1
<0.1%
-4.4219439704558
1
<0.1%
-4.3952829851609
1
<0.1%
-4.39242090902923
1
<0.1%
-4.38482842763629
1
<0.1%
-4.36676706852367
1
<0.1%
-4.36433218425595
1
<0.1%
-4.35367948480622
1
<0.1%
-4.28938166431805
1
<0.1%
LARGEST VALUES
5.59197142733558
1
<0.1%
5.57211332687969
1
<0.1%
5.5017472139665
1
<0.1%
5.2283417900513
1
<0.1%
4.8910624409521
1
<0.1%
4.85125513655685
1
<0.1%
4.8011225533552
1
<0.1%
4.72718981419657
1
<0.1%
4.71514167078375
1
<0.1%
4.70326324565607
1
<0.1%
4.60600657015918
1
<0.1%
4.60472640086044
1
<0.1%
4.55535937937598
1
<0.1%
4.5473778263352
1
<0.1%
4.52114976319665
1
<0.1%
V20
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Amount
0.34
Time
-0.05
V10
-0.00
V21
-0.00
V27
-0.00
V22
0.00
V17
-0.00
V18
-0.00
V26
-0.00
V9
-0.00
V16
0.00
V19
0.00
V12
0.00
V28
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.02
MOST FREQUENT VALUES
-0.180370118559693
77
<0.1%
-0.132079724302295
77
<0.1%
-0.187420788431655
62
<0.1%
0.0057566554189328
60
<0.1%
-0.120714034280473
53
<0.1%
-0.0869893297425326
48
<0.1%
0.0536071193018422
45
<0.1%
-0.167555416292594
40
<0.1%
0.0452174411898587
39
<0.1%
0.156089011075005
36
<0.1%
0.0169521541786674
36
<0.1%
-0.174293455033131
35
<0.1%
-0.152758211106465
30
<0.1%
-0.252496771398726
28
<0.1%
0.03273412430411
27
<0.1%
SMALLEST VALUES
-54.497720494566
1
<0.1%
-28.009635333749
1
<0.1%
-25.2223452405297
1
<0.1%
-23.6468903321673
1
<0.1%
-23.4201725720228
1
<0.1%
-22.8385483047643
1
<0.1%
-21.964898279756
1
<0.1%
-21.5338217447371
1
<0.1%
-21.3871219290332
1
<0.1%
-21.028271705455
1
<0.1%
-21.024817086004
1
<0.1%
-20.5645063939152
1
<0.1%
-20.5220935091961
1
<0.1%
-20.2350603555964
1
<0.1%
-20.2079401763488
1
<0.1%
LARGEST VALUES
39.4209042482199
1
<0.1%
38.1172091261285
1
<0.1%
26.2373907895659
1
<0.1%
24.1338941917421
1
<0.1%
23.6490945681255
1
<0.1%
23.6434169432181
1
<0.1%
19.7464530836708
1
<0.1%
17.8852381953126
1
<0.1%
17.8195074303185
1
<0.1%
17.2818589035271
1
<0.1%
17.1410523617682
1
<0.1%
16.7564479267279
1
<0.1%
16.4369203537698
1
<0.1%
16.1785349526456
1
<0.1%
15.8150513374263
1
<0.1%
V21
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Amount
0.11
Time
0.04
V22
0.00
V27
-0.00
V18
-0.00
V20
-0.00
V10
0.00
V17
-0.00
V23
0.00
V12
0.00
V19
0.00
V26
-0.00
V16
-0.00
V9
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.04
MOST FREQUENT VALUES
0.269764951361357
77
<0.1%
-0.262580846041176
77
<0.1%
-0.361158036599845
62
<0.1%
-0.0642082814806287
60
<0.1%
-0.35233380052375
53
<0.1%
-0.0672166613423604
48
<0.1%
-0.207432404472897
45
<0.1%
-0.0402375927503545
40
<0.1%
-0.191819982814025
39
<0.1%
0.0073428026657956
36
<0.1%
-0.313307445437249
36
<0.1%
0.0952483103052246
35
<0.1%
-0.292702525802468
30
<0.1%
0.0315107779491862
28
<0.1%
-0.342676244682858
27
<0.1%
SMALLEST VALUES
-34.8303821448146
1
<0.1%
-22.889347040939
1
<0.1%
-22.7976039055519
1
<0.1%
-22.7575398590576
1
<0.1%
-22.6656846048615
1
<0.1%
-21.6201196505274
1
<0.1%
-21.4537362781468
1
<0.1%
-20.2620543418439
1
<0.1%
-18.6329185519133
1
<0.1%
-18.6030881963614
1
<0.1%
-18.458144211812
1
<0.1%
-16.9220157786505
1
<0.1%
-16.6407847901225
1
<0.1%
-16.1703858292815
1
<0.1%
-15.7901416404921
1
<0.1%
LARGEST VALUES
27.2028391573154
6
<0.1%
22.6148893676169
1
<0.1%
22.5995433627945
1
<0.1%
22.5889894712903
1
<0.1%
22.5806752741477
1
<0.1%
22.5797142309915
1
<0.1%
22.5656802363554
1
<0.1%
21.8997237719771
1
<0.1%
20.0637857993471
1
<0.1%
19.3308299317447
1
<0.1%
19.3250633392599
1
<0.1%
19.3078078040558
1
<0.1%
19.2909548150857
1
<0.1%
19.2836018231462
1
<0.1%
19.2759760474521
1
<0.1%
V22
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Time
0.14
Amount
-0.06
V21
0.00
V19
-0.00
V25
-0.00
V20
0.00
V7
-0.00
V14
0.00
V28
-0.00
V18
-0.00
V15
-0.00
V23
0.00
V17
-0.00
V10
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.00
MOST FREQUENT VALUES
0.844626646775712
77
<0.1%
-0.816263763157847
77
<0.1%
-0.984261949244254
62
<0.1%
-0.0805870774450856
60
<0.1%
-0.996936774828093
53
<0.1%
-0.0726415994946915
48
<0.1%
-0.692416684181818
45
<0.1%
0.0961715739635631
40
<0.1%
-0.650117795537897
39
<0.1%
0.250885695089417
36
<0.1%
-1.06893437804012
36
<0.1%
0.367526357431716
35
<0.1%
-0.835377171568381
30
<0.1%
0.278743282855173
28
<0.1%
-1.14850355673892
27
<0.1%
SMALLEST VALUES
-10.933143697655
1
<0.1%
-9.49942296430251
1
<0.1%
-8.88701714094871
6
<0.1%
-8.59364156538624
1
<0.1%
-8.55580793045634
1
<0.1%
-8.52714487200442
1
<0.1%
-8.48344112662828
1
<0.1%
-8.45459924338733
1
<0.1%
-8.42024560472129
1
<0.1%
-8.24548139884255
1
<0.1%
-7.4171399013551
1
<0.1%
-7.33107784160372
1
<0.1%
-7.10599006152091
1
<0.1%
-6.92635333081555
1
<0.1%
-6.49761625993205
1
<0.1%
LARGEST VALUES
10.5030900899454
1
<0.1%
8.36198519168435
1
<0.1%
8.31627543891357
1
<0.1%
8.27223298396612
1
<0.1%
7.35725516177051
1
<0.1%
7.24876260653587
1
<0.1%
7.2201576544005
1
<0.1%
7.05749640311325
1
<0.1%
6.79045218944456
1
<0.1%
6.09051350612959
1
<0.1%
5.89433017912376
1
<0.1%
5.81273919292008
1
<0.1%
5.80579514492344
1
<0.1%
5.77408726884239
1
<0.1%
5.71230304286357
1
<0.1%
V23
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Amount
-0.11
Time
0.05
V28
0.00
V26
0.00
V25
-0.00
V16
0.00
V13
-0.00
V19
0.00
V21
0.00
V27
0.00
V17
0.00
V18
-0.00
V22
0.00
V12
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.00
MOST FREQUENT VALUES
0.0206746676928111
77
<0.1%
0.140304302014326
77
<0.1%
0.354198094344309
62
<0.1%
-0.0729910792746877
60
<0.1%
0.36348490597863
53
<0.1%
-0.0365842826760227
48
<0.1%
-0.118597511644349
45
<0.1%
-0.0925489695836041
40
<0.1%
-0.114069463781717
39
<0.1%
-0.331599689403957
36
<0.1%
0.103796606011009
36
<0.1%
0.0105351958837573
35
<0.1%
0.380779677536014
30
<0.1%
-0.0273367871876948
28
<0.1%
0.0952788160385239
27
<0.1%
SMALLEST VALUES
-44.8077352037913
1
<0.1%
-36.666000066027
1
<0.1%
-32.828994997462
1
<0.1%
-30.269720014317
1
<0.1%
-27.5336432850003
1
<0.1%
-27.2154363747352
1
<0.1%
-26.7511186627687
1
<0.1%
-26.4297413575298
1
<0.1%
-25.3567442522144
1
<0.1%
-23.2220163138211
1
<0.1%
-22.575000441266
1
<0.1%
-22.4591701975984
1
<0.1%
-21.3036657586413
1
<0.1%
-20.7944222329193
1
<0.1%
-20.7573580506534
1
<0.1%
LARGEST VALUES
22.5284116897749
1
<0.1%
22.0835448685737
1
<0.1%
20.8033440994696
1
<0.1%
19.2281690825742
1
<0.1%
19.0029418232927
1
<0.1%
18.94673403604
1
<0.1%
18.3644722654367
1
<0.1%
17.7684617982855
1
<0.1%
17.7517305591435
1
<0.1%
17.6066368630811
1
<0.1%
17.2978450837577
1
<0.1%
16.7228159833487
1
<0.1%
15.8794213574391
1
<0.1%
15.7199519802109
1
<0.1%
15.6260669771726
1
<0.1%
V24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Time
-0.02
Amount
0.01
V11
0.00
V25
0.00
V6
-0.00
V5
-0.00
V13
-0.00
V15
-0.00
V12
0.00
V16
-0.00
V27
-0.00
V9
-0.00
V28
-0.00
V8
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.01
MOST FREQUENT VALUES
0.726211883811499
77
<0.1%
0.357827249299806
77
<0.1%
0.6207093385008
62
<0.1%
1.01813597043583
60
<0.1%
0.60482656975204
53
<0.1%
0.529692767553245
48
<0.1%
0.891479667860564
45
<0.1%
-1.34566370602836
40
<0.1%
0.915935599538802
39
<0.1%
1.00995227965779
36
<0.1%
0.992125714637669
36
<0.1%
0.78418450070872
35
<0.1%
0.698235421519841
30
<0.1%
-0.708803342555397
28
<0.1%
0.946121234133879
27
<0.1%
SMALLEST VALUES
-2.83662691870341
1
<0.1%
-2.82484890293617
1
<0.1%
-2.82268359235889
1
<0.1%
-2.82238396858124
1
<0.1%
-2.81489763570598
1
<0.1%
-2.80789696214131
1
<0.1%
-2.79047932289454
1
<0.1%
-2.7896138103406
1
<0.1%
-2.77660038933028
1
<0.1%
-2.77566977084833
1
<0.1%
-2.76663761505072
1
<0.1%
-2.76551905233388
1
<0.1%
-2.7610465396354
1
<0.1%
-2.7599422033149
1
<0.1%
-2.75488906331115
1
<0.1%
LARGEST VALUES
4.58454913689817
1
<0.1%
4.02286589044732
1
<0.1%
4.01634181669268
1
<0.1%
4.01444438473061
1
<0.1%
3.99829367807569
1
<0.1%
3.99064594994026
1
<0.1%
3.97963664643794
1
<0.1%
3.96219734268976
1
<0.1%
3.95701282112281
1
<0.1%
3.95167929119165
1
<0.1%
3.9492453485154
1
<0.1%
3.94806149795408
1
<0.1%
3.94452035033712
1
<0.1%
3.92660368306814
1
<0.1%
3.71150141422106
1
<0.1%
V26
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Time
-0.04
Amount
-0.00
V25
0.00
V23
0.00
V7
-0.00
V19
0.00
V21
-0.00
V16
-0.00
V4
-0.00
V10
-0.00
V20
-0.00
V5
0.00
V18
0.00
V28
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.00
MOST FREQUENT VALUES
-0.398827514959463
77
<0.1%
0.0965444707905616
77
<0.1%
0.166735634335132
62
<0.1%
-0.671322844293718
60
<0.1%
0.219670647442604
53
<0.1%
0.73586965178554
48
<0.1%
0.384013445762976
45
<0.1%
-0.182673522501729
40
<0.1%
0.383879417575573
39
<0.1%
-0.824470557380348
36
<0.1%
0.110373548574965
36
<0.1%
0.734474936337659
35
<0.1%
0.219158729955486
30
<0.1%
-0.231544652581981
28
<0.1%
0.110625671340742
27
<0.1%
SMALLEST VALUES
-2.60455055280817
1
<0.1%
-2.53432972105675
1
<0.1%
-2.24162029000295
1
<0.1%
-2.06856086855144
1
<0.1%
-1.8553553377608
1
<0.1%
-1.77806147572803
1
<0.1%
-1.77357483976351
1
<0.1%
-1.73291702074868
1
<0.1%
-1.73200826974034
1
<0.1%
-1.72692787397488
1
<0.1%
-1.71564028572405
1
<0.1%
-1.6970175075611
1
<0.1%
-1.66413018212331
1
<0.1%
-1.65816193510108
1
<0.1%
-1.65319317767534
1
<0.1%
LARGEST VALUES
3.5173456116238
1
<0.1%
3.4632456536448
1
<0.1%
3.41563624349633
1
<0.1%
3.22017837466898
1
<0.1%
3.15532747327538
1
<0.1%
3.12274743869437
1
<0.1%
3.11929452903772
1
<0.1%
3.11858847721278
1
<0.1%
3.11620010152419
1
<0.1%
3.08744427401749
1
<0.1%
3.08058791691416
1
<0.1%
3.07293674437706
1
<0.1%
3.06790743126568
1
<0.1%
3.06557569653728
1
<0.1%
3.04080820177045
1
<0.1%
V27
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Amount
0.03
Time
-0.01
V21
-0.00
V15
-0.00
V20
-0.00
V16
0.00
V17
0.00
V25
-0.00
V3
0.00
V2
-0.00
V13
-0.00
V5
0.00
V23
0.00
V10
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.02
MOST FREQUENT VALUES
0.0277351215052822
77
<0.1%
-0.035866315294695
77
<0.1%
-0.0682990099344722
62
<0.1%
0.0968009452278396
60
<0.1%
-0.0392094515896982
53
<0.1%
-0.0582327676516994
48
<0.1%
-0.0284652724675567
45
<0.1%
0.107058302469808
40
<0.1%
-0.0319023040878611
39
<0.1%
0.241305212556617
36
<0.1%
-0.0283020664307734
36
<0.1%
-0.0939989836139304
35
<0.1%
-0.052337112451948
30
<0.1%
0.0116329946469164
28
<0.1%
-0.0218366061797577
27
<0.1%
SMALLEST VALUES
-22.5656793207827
1
<0.1%
-9.89524404755692
1
<0.1%
-9.84580769277898
1
<0.1%
-9.79356790513751
1
<0.1%
-9.54485537539148
1
<0.1%
-9.54351833648429
1
<0.1%
-9.3909797964008
1
<0.1%
-8.87866514836831
2
<0.1%
-8.83976580229938
2
<0.1%
-8.70306782251465
1
<0.1%
-8.56763773820185
1
<0.1%
-8.35831663793055
1
<0.1%
-8.26090886149568
1
<0.1%
-7.97609981777884
1
<0.1%
-7.76414677154861
1
<0.1%
LARGEST VALUES
31.6121981061363
1
<0.1%
12.1524011068287
1
<0.1%
11.1357398445742
1
<0.1%
10.5078843530835
1
<0.1%
10.1355973462957
1
<0.1%
9.87990302588052
1
<0.1%
9.20088256747164
1
<0.1%
8.93263874924168
1
<0.1%
8.70897233953388
1
<0.1%
8.25437559746772
1
<0.1%
8.10429744159979
1
<0.1%
8.08854948493448
1
<0.1%
7.99476203812563
1
<0.1%
7.13824027479808
1
<0.1%
7.12634322748451
1
<0.1%
V28
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Amount
0.01
Time
-0.01
V14
0.00
V23
0.00
V19
-0.00
V15
-0.00
V13
0.00
V9
0.00
V18
0.00
V3
0.00
V12
0.00
V16
0.00
V8
-0.00
V22
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.01
MOST FREQUENT VALUES
-0.0602821510762213
77
<0.1%
0.0184945729704665
77
<0.1%
-0.0295847028396107
62
<0.1%
0.0286968782920849
60
<0.1%
-0.0427869554036275
53
<0.1%
-0.0266576195050194
48
<0.1%
0.0361233094119335
45
<0.1%
0.0718180029478637
40
<0.1%
0.0298493414012052
39
<0.1%
-0.0203586378568534
36
<0.1%
0.0118363066968965
36
<0.1%
-0.0919453792934968
35
<0.1%
-0.0667502276117979
30
<0.1%
0.0055791010722317
28
<0.1%
0.0236383775739503
27
<0.1%
SMALLEST VALUES
-15.4300839055349
1
<0.1%
-11.7108956394515
1
<0.1%
-9.61791545238239
1
<0.1%
-8.65656990038166
1
<0.1%
-8.47868564330279
1
<0.1%
-8.46460924320034
1
<0.1%
-8.42404100091667
1
<0.1%
-8.41226662836102
1
<0.1%
-8.36485333190981
1
<0.1%
-8.33812262016228
1
<0.1%
-8.31402899337115
1
<0.1%
-8.31016672708344
1
<0.1%
-8.3079554873602
1
<0.1%
-8.29525813315014
1
<0.1%
-8.2779240852007
1
<0.1%
LARGEST VALUES
33.8478078188831
1
<0.1%
22.6200722185803
1
<0.1%
16.1296091387323
1
<0.1%
15.9421509812735
1
<0.1%
15.8704740546886
1
<0.1%
15.8667207920692
1
<0.1%
15.7696355956939
1
<0.1%
15.7268065997888
1
<0.1%
15.6491339573227
1
<0.1%
15.6326886638907
1
<0.1%
15.6190414749525
1
<0.1%
15.5226486898333
1
<0.1%
15.4159247123069
1
<0.1%
15.4070194068455
1
<0.1%
15.3749493346096
1
<0.1%
Amount
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
V2
-0.53
V7
0.40
V5
-0.39
V20
0.34
V1
-0.23
V6
0.22
V3
-0.21
V23
-0.11
V21
0.11
V8
-0.10
V10
-0.10
V4
0.10
V22
-0.06
V19
-0.06
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
0.01
MOST FREQUENT VALUES
1.0
13,688
4.8%
1.98
6,044
2.1%
0.89
4,872
1.7%
9.99
4,747
1.7%
15.0
3,280
1.2%
0.76
2,998
1.1%
10.0
2,950
1.0%
1.29
2,892
1.0%
1.79
2,623
0.9%
0.99
2,304
0.8%
20.0
2,002
0.7%
0.0
1,825
0.6%
8.99
1,811
0.6%
11.5
1,741
0.6%
4.49
1,579
0.6%
SMALLEST VALUES
0.0
1,825
0.6%
0.01
718
0.3%
0.02
85
<0.1%
0.03
3
<0.1%
0.04
11
<0.1%
0.05
44
<0.1%
0.06
3
<0.1%
0.07
11
<0.1%
0.08
10
<0.1%
0.09
2
<0.1%
0.1
34
<0.1%
0.11
23
<0.1%
0.12
234
<0.1%
0.13
5
<0.1%
0.14
5
<0.1%
LARGEST VALUES
25691.16
1
<0.1%
19656.53
1
<0.1%
18910.0
1
<0.1%
12910.93
1
<0.1%
11898.09
1
<0.1%
11789.84
1
<0.1%
10199.44
1
<0.1%
10000.0
1
<0.1%
8790.26
1
<0.1%
8787.0
1
<0.1%
8360.0
1
<0.1%
8182.7
1
<0.1%
7879.42
1
<0.1%
7862.39
1
<0.1%
7766.6
1
<0.1%
Class
MISSING:
---
TOP CATEGORIES
V25 (avg)
0
284,315
>99%
-0.000
1
492
<1%
0.041
ALL
284,807
100%
0.000
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Class
PROVIDES INFORMATION ON...
THESE FEATURES GIVE INFORMATION
ON Class:
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)